Walnut Grove Hollow is a valley located in Greenup County, Kentucky. It appears on the Brushart USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 699.68 feet (213.26 m) above sea level. The nearest populated place is Brushart, approximately 1.1 miles to the NW.